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Autocomplete and Spell Checking Levenshtein Distance Algorithm To Getting Text Suggest Error Data Searching In Library

机译:自动完成和拼写检查Levenshtein距离算法获取文本建议库中搜索的错误数据

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摘要

Nowadays internet technology provide more convenience for searching information on a daily. Users are allowed to find and publish their resources on the internet using search engine. Search engine is a computer program designed to facilitate a user to find the information or data that they need. Search engines generally find the data based on keywords they entered, therefore a lot of case when the user can’t find the data that they need because there are an error while entering a keyword. Thats why a search engine with the ability to detect the entered words is required so the error can be avoided while we search the data. The feature that used to provide the text suggestion is autocomplete and spell checking using Levenshtein distance algorithm. The purpose of this research is to apply the autocomplete feature and spell checking with Levenshtein distance algorithm to get text suggestion in an error data searching in library and determine the level of accuracy on data search trials. This research using 1155 data obtained from UNNES Library. The variables are the input process and the classification of books. The accuracy of Levenshtein algorithm is 86% based on 1055 source case and 100 target case.
机译:如今互联网技术在每天搜索信息提供更多便利。允许用户使用搜索引擎在Internet上查找和发布其资源。搜索引擎是一项计算机程序,旨在促进用户查找所需信息或数据。搜索引擎通常会根据他们输入的关键字找到数据,因此当输入关键字时有错误时,用户无法找到它们所需的数据。这就是为什么需要一个有能力检测输入的单词的搜索引擎,以便在搜索数据时可以避免错误。用于提供文本建议的功能是使用Levenshtein距离算法自动完成和拼写检查。本研究的目的是应用自动完成功能和用Levenshtein距离算法进行拼写检查,以在库中搜索的错误数据中获取文本建议,并确定数据搜索试验的准确性水平。本研究使用Unnes图书馆获得的1155个数据。变量是输入过程和书籍的分类。基于1055个源案例和100个目标案例,Levenshtein算法的准确性为86%。

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